Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Crawl4AI is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.

Strongest overall

Crawl4AI

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Crawl4AI

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapling

Most recent maintenance signal among this shortlist.

SignalSkycaiji

蓝天采集器是一款开源免费的爬虫系统,仅需点选编辑规则即可采集数据,可运行在本地、虚拟主机或云服务器中,几乎能采集所有类型的网页,无缝对接各类CMS建站程序,免登录实时发布数据,全自动无需人工干预!是网页大数据采集软件中完全跨平台的云端爬虫系统

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Scrapling

Adaptive web scraping for agent data collection

Scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

Quality
94/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption2.1K stars
0 installs
73K stars
31K installs
70K stars
0 installs
63K stars
0 installs
FreshnessApr 30, 2026Jul 15, 2026Jul 15, 2026Jun 25, 2026
Use-case fit
Workflow fit
Platform hintsPHP, Crawler, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, RAG, Claude Code, Browser agentsPython, Web Automation, Claude Code
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement5 views
0 install copies
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Install
$ npx skills add zorlan/skycaiji
$ npx skills add unclecode/crawl4ai
$ npx skills add D4Vinci/Scrapling
$ npx skills add scrapy/scrapy